Presentation 1996/7/24
A Study of Chaos Bidirectional Associative Memory
Takashi KURAKAKE, Masahiro NAKAGAWA,
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Abstract(in English) In this report, we shall propose a chaos bidirectional associative menory which has a capability to promote the success rate of the memory retrieval with the crosscorrelation dynamics. The present model is defined so as to involve a chaotic dynamics into the conventional bidirectional associative memory(BAM) with a sinusoidal activation function, and analyzed in the bidirectional and synchronous modes to examine the dynamical properties of them. It is shown that the present model has an advantage of the memory capacity in comparison with BAM from the view point of the association characteristics.
Keyword(in Japanese) (See Japanese page)
Keyword(in English) promote the success rate / chaos bidirectional associative memory / association model / chaos neuron
Paper # NC96-25
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Committee NC
Conference Date 1996/7/24(1days)
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Registration To Neurocomputing (NC)
Language JPN
Title (in Japanese) (See Japanese page)
Sub Title (in Japanese) (See Japanese page)
Title (in English) A Study of Chaos Bidirectional Associative Memory
Sub Title (in English)
Keyword(1) promote the success rate
Keyword(2) chaos bidirectional associative memory
Keyword(3) association model
Keyword(4) chaos neuron
1st Author's Name Takashi KURAKAKE
1st Author's Affiliation Department of Electrical Engineering, Faculty of Engneering, Nagaoka University of Technology()
2nd Author's Name Masahiro NAKAGAWA
2nd Author's Affiliation Department of Electrical Engineering, Faculty of Engneering, Nagaoka University of Technology
Date 1996/7/24
Paper # NC96-25
Volume (vol) vol.96
Number (no) 178
Page pp.pp.-
#Pages 8
Date of Issue